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Retrieval Augmented Generation

Wildflower & Dell Technologies - Your Partners in GenAI

By choosing Wildflower as your AI implementation partner, you’re not just adopting new technology – you’re collaborating with a partner that understands the unique challenges and security requirements of federal agencies. Our experience in Retrieval Augmented Generation (RAG) and Large Language Models, combined with Dell’s state-of-the-art hardware and software, allows us to create AI systems that significantly improve proprietary data retrieval while maintaining the highest standards of data security and compliance. Contact us today.

Deploying a Retrieval Augmented Generation Solution

Interested in Generative AI with your own data but unclear where to start? This infographic gives a clear overview of Retrieval-Augmented Generation (RAG) models, offering practical steps to securely deploy AI solutions tailored to your organization’s data. See how on-premises AI can enhance security, improve efficiency, and deliver real-time insights. Start your Generative AI journey with Retrieval-Augmented Generation using this resource, perfect for anyone seeking to explore the potential of RAG.

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NVIDIA RAG Webinar Icon

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What is Retrieval Augmented Generation?

RAG works by integrating a retrieval step into the process of generating text with an AI model. It allows AI systems to access up-to-date and specific information that may not have been part of their original training data. This results in more accurate, relevant, and current responses. RAG also helps mitigate the problem of AI “hallucinations” or making up false information, as the model’s outputs are grounded in retrieved facts.

RAG is particularly useful in federal environments where access to specific, proprietary, or frequently updated information is crucial.

Proof of Concept

The solution consists of a cloud-like model with Dell Technologies providing the infrastructure of PowerEdge with NVIDIA GPUs, running Ubuntu Server. Kubernetes simplifies management and connects to PowerScale using the Container Storage Interface driver to provide persistent LLM and RAG volumes. NVIDIA Cloud Stack and NVIDIA AI Enterprise simplify model management and deployment at scale. 

Dell and NVIDIA Proof of Concept

Dell PowerEdge 760 Spec Sheet

The Dell PowerEdge R760 provides performance and versatility as needed to address your most demanding applications

The new Dell PowerEdge R760 is a 2U, two-socket rack server. Gain the performance you need with this full-featured enterprise server, designed to optimize even the most demanding workloads like Artificial Intelligence and Machine Learning.

Dell PowerScale All-Flash Nodes

Security, reliability, and manageability are critical for enterprise-grade AI. NVIDIA AI Enterprise is an end-to-end, cloud native software platform that accelerates the data science pipeline and streamlines development and deployment of production- grade AI applications, including generative AI, computer vision, speech AI, and more.

Contact us Today

Wildflower Intl. will help you unlock the full potential of your enterprise data with cutting-edge Retrieval Augmented Generation systems, powered by Dell and NVIDIA. Revolutionize your information access, boost efficiency, and drive innovation across your entire agency. Contact Wildflower today and speak to our team of Federal experts. 

Building Intelligent AI Chatbots Using Retrieval Augmented Generation